{"id":"W4385707424","doi":"10.1097/01.hs9.0000970528.04188.9f","title":"P906: GENOMIC ANALYSIS TO IDENTIFY DETERMINANTS OF INHERENT RESPONSE AND RESISTANCE TO ELRANATAMAB IN MAGNETISMM-3 COHORT A","year":2023,"lang":"en","type":"article","venue":"HemaSphere","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research; University of Calgary","funders":"","keywords":"Multiple myeloma; CD38; Medicine; Plasma cell; Internal medicine; Oncology; Bortezomib; Exome sequencing; Cohort; Immunology; Bone marrow; Biology; Gene; Phenotype; Genetics; Stem cell","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005160889,0.0001526175,0.0005159822,0.0005055248,0.00003780365,0.00001734532,0.0001044535,0.00006308335,0.00029237],"category_scores_gemma":[0.0003880985,0.000134083,0.00008669719,0.001836143,0.00003561353,0.00003860252,0.0001405611,0.0000900694,0.0001744371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341145,"about_ca_system_score_gemma":0.00008924604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004487872,"about_ca_topic_score_gemma":0.005210451,"domain_scores_codex":[0.9983391,0.0001166448,0.0003586708,0.0004175837,0.0003850157,0.0003830015],"domain_scores_gemma":[0.9989138,0.0001571311,0.00004788547,0.0004588061,0.00007114924,0.0003512397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004798303,0.0001047241,0.9749496,0.0001501513,0.0002921217,0.001140167,0.0004655639,0.0000203656,0.01266936,0.000004481479,0.001437471,0.003967702],"study_design_scores_gemma":[0.001668936,0.0002551222,0.9941983,0.0001504646,0.0001690859,0.000006489382,0.0002388588,0.000206779,0.00234982,0.0000220964,0.0006269099,0.0001071517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977299,0.0004067989,0.00001713004,0.000469557,0.00002024297,0.0009589361,0.00006011251,0.00003062142,0.0003067081],"genre_scores_gemma":[0.9928094,0.0001004575,0.001099883,0.00006735509,0.00001236407,0.0001056939,0.00001912884,0.00002139805,0.005764325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0192487,"threshold_uncertainty_score":0.5467747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02845685026564547,"score_gpt":0.3646396066653157,"score_spread":0.3361827563996702,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}